RRepoGEO

REPOGEO REPORT · LITE

JerryZLiu/Dayflow

Default branch main · commit c6021c78 · scanned 5/17/2026, 3:51:39 AM

GitHub: 6,015 stars · 323 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface JerryZLiu/Dayflow, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Refine repository topics to emphasize core function and platform

    Why:

    CURRENT
    ai, chatgpt, claude, gemini, llm, lmstudio, ollama, productivity, productivity-tools, swift, time, timeline
    COPY-PASTE FIX
    work-journal, activity-tracker, time-tracking, mac-app, local-first, privacy, productivity, llm, swift, timeline
  • highreadme#2
    Strengthen the README's opening statement to clarify audience and core value

    Why:

    CURRENT
    <div align="center">
  

  <p><strong>A private, automatic work journal for Mac.</strong></p>

  <p>
    Dayflow understands the work you do on your Mac and turns it into a clear timeline of your day.
    Built from the ground up for privacy, it’s open source, local-first, and can run entirely with local AI.
  </p>
    COPY-PASTE FIX
    <div align="center">
  

  <p><strong>Dayflow is a private, automatic work journal for Mac users.</strong></p>

  <p>
    It transforms your daily computer activity into a clear, chronological timeline, helping you effortlessly reconstruct your day, prepare for standups, and conduct weekly reviews. Built for privacy, Dayflow is open source, local-first, and leverages local AI to understand your work without sending data to the cloud.
  </p>
  • mediumreadme#3
    Add a 'Comparison' or 'Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison to Alternatives

Dayflow stands apart from traditional time trackers and journaling apps by focusing on privacy, local-first operation, and intelligent timeline generation using local AI. Unlike cloud-based solutions such as RescueTime or Toggl Track, Dayflow keeps all your data on your Mac. Compared to manual journaling tools, Dayflow automatically builds your work timeline, freeing you from manual input while providing deeper insights than simple activity loggers like ActivityWatch.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface JerryZLiu/Dayflow
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
RescueTime
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. RescueTime · recommended 1×
  2. ManicTime · recommended 1×
  3. ActivityWatch · recommended 1×
  4. Timeular · recommended 1×
  5. Toggl Track · recommended 1×
  • CATEGORY QUERY
    How can I automatically log my daily computer activities for a private work journal?
    you: not recommended
    AI recommended (in order):
    1. RescueTime
    2. ManicTime
    3. ActivityWatch
    4. Timeular
    5. Toggl Track

    AI recommended 5 alternatives but never named JerryZLiu/Dayflow. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Suggest a local-first AI assistant to create a timeline of my work for weekly reviews.
    you: not recommended
    AI recommended (in order):
    1. Mem
    2. Obsidian
    3. Smart Connections
    4. Text Generator
    5. Ollama
    6. LM Studio
    7. GPT-4all
    8. Logseq
    9. Logseq AI
    10. SmartBlocks
    11. Anytype
    12. Joplin
    13. Smart Search

    AI recommended 13 alternatives but never named JerryZLiu/Dayflow. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of JerryZLiu/Dayflow?
    pass
    AI named JerryZLiu/Dayflow explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts JerryZLiu/Dayflow in production, what risks or prerequisites should they evaluate first?
    pass
    AI named JerryZLiu/Dayflow explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo JerryZLiu/Dayflow solve, and who is the primary audience?
    pass
    AI named JerryZLiu/Dayflow explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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JerryZLiu/Dayflow — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite